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simplify QueryStage #5
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2b04686
do not re-implement exchange reuse
cloud-fan 9b64981
simplify QueryStage
cloud-fan 319783f
add comments
cloud-fan 025314f
new idea
cloud-fan e24598a
polish
cloud-fan afa6295
address comments
cloud-fan cf72277
improve QueryStageTrigger
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -17,14 +17,10 @@ | |
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| package org.apache.spark.sql.execution.adaptive | ||
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| import scala.collection.mutable | ||
| import scala.collection.mutable.ArrayBuffer | ||
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| import org.apache.spark.sql.catalyst.rules.Rule | ||
| import org.apache.spark.sql.execution.SparkPlan | ||
| import org.apache.spark.sql.execution.exchange.{BroadcastExchangeExec, Exchange, ShuffleExchangeExec} | ||
| import org.apache.spark.sql.execution.exchange.{BroadcastExchangeExec, Exchange, ReusedExchangeExec, ShuffleExchangeExec} | ||
| import org.apache.spark.sql.internal.SQLConf | ||
| import org.apache.spark.sql.types.StructType | ||
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| /** | ||
| * Divide the spark plan into multiple QueryStages. For each Exchange in the plan, it adds a | ||
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@@ -37,44 +33,25 @@ import org.apache.spark.sql.types.StructType | |
| case class PlanQueryStage(conf: SQLConf) extends Rule[SparkPlan] { | ||
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| def apply(plan: SparkPlan): SparkPlan = { | ||
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| val newPlan = if (!conf.exchangeReuseEnabled) { | ||
| plan.transformUp { | ||
| case e: ShuffleExchangeExec => | ||
| ShuffleQueryStageInput(ShuffleQueryStage(e), e.output) | ||
| case e: BroadcastExchangeExec => | ||
| BroadcastQueryStageInput(BroadcastQueryStage(e), e.output) | ||
| } | ||
| } else { | ||
| // Build a hash map using schema of exchanges to avoid O(N*N) sameResult calls. | ||
| val stages = mutable.HashMap[StructType, ArrayBuffer[QueryStage]]() | ||
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| plan.transformUp { | ||
| case exchange: Exchange => | ||
| val sameSchema = stages.getOrElseUpdate(exchange.schema, ArrayBuffer[QueryStage]()) | ||
| val samePlan = sameSchema.find { s => | ||
| exchange.sameResult(s.child) | ||
| } | ||
| if (samePlan.isDefined) { | ||
| // Keep the output of this exchange, the following plans require that to resolve | ||
| // attributes. | ||
| exchange match { | ||
| case e: ShuffleExchangeExec => ShuffleQueryStageInput( | ||
| samePlan.get.asInstanceOf[ShuffleQueryStage], exchange.output) | ||
| case e: BroadcastExchangeExec => BroadcastQueryStageInput( | ||
| samePlan.get.asInstanceOf[BroadcastQueryStage], exchange.output) | ||
| } | ||
| } else { | ||
| val queryStageInput = exchange match { | ||
| case e: ShuffleExchangeExec => | ||
| ShuffleQueryStageInput(ShuffleQueryStage(e), e.output) | ||
| case e: BroadcastExchangeExec => | ||
| BroadcastQueryStageInput(BroadcastQueryStage(e), e.output) | ||
| } | ||
| sameSchema += queryStageInput.childStage | ||
| queryStageInput | ||
| } | ||
| } | ||
| val exchangeToQueryStage = new java.util.IdentityHashMap[Exchange, QueryStage] | ||
| val newPlan = plan.transformUp { | ||
| case e: ShuffleExchangeExec => | ||
| val queryStage = ShuffleQueryStage(e) | ||
| exchangeToQueryStage.put(e, queryStage) | ||
| ShuffleQueryStageReaderExec(queryStage, queryStage.output) | ||
| case e: BroadcastExchangeExec => | ||
| val queryStage = BroadcastQueryStage(e) | ||
| exchangeToQueryStage.put(e, queryStage) | ||
| BroadcastQueryStageReaderExec(queryStage, queryStage.output) | ||
| // The `ReusedExchangeExec` was added in the rule `ReuseExchange`, via transforming up the | ||
| // query plan. This rule also transform up the query plan, so when we hit `ReusedExchangeExec` | ||
| // here, the exchange being reused must already be hit before and there should be an entry | ||
| // for it in `exchangeToQueryStage`. | ||
| case e: ReusedExchangeExec => | ||
| exchangeToQueryStage.get(e.child) match { | ||
| case q: ShuffleQueryStage => ShuffleQueryStageReaderExec(q, e.output) | ||
| case q: BroadcastQueryStage => BroadcastQueryStageReaderExec(q, e.output) | ||
| } | ||
| } | ||
| ResultQueryStage(newPlan) | ||
| } | ||
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QueryStageInput->QueryStage